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HistImage2021
Subtitle: A historical image benchmark dataset including feature matches and four scene reconstructions.
Metadaten
| Ergänzende Titel | Subtitle: A historical image benchmark dataset including feature matches and four scene reconstructions. | |
| Für den Inhalt der Forschungsdaten verantwortliche Person(en) | Maiwald, Ferdinand | |
| Art der Erhebung der Daten | Other: Manual selection of images, tie points and feature matches. Automatic generation of 3D models using the Structure-from-Motion workflow in COLMAP | |
| Zugrundeliegende Forschungsobjekte | Media: Estimation of the pose of the historical camera | |
| Zugrundeliegende Forschungsobjekte | PhysicalObject: Investigation of four landmarks in the vicinity of Dresden (Crowngate, Hofkirche, Moritzburg, Semperoper) | |
| Kurzbeschreibung | Supplementary image dataset of the ISPRS International Journal of Geoinformation publication "Fully Automated Pose Estimation of Historical Images in the Context of 4D Geographic Information Systems Utilizing Machine Learning Methods". Historical image benchmark dataset including feature matches and four scene reconstructions. | |
| Angewendete Methoden oder Verfahren | Stucture-from-Motion Bundle adjustment | |
| Weitere erklärende Angaben zu den Daten | Detailed information of the used data, its parameters and how it is processed is provided in the accompanying README.md file. | |
| Länder, auf die sich die Daten beziehen | GERMANY | de |
| Region(en) auf die sich die Daten beziehen | Sachsen | |
| Weitere Schlagwörter | Structure-from-Motion | |
| Weitere Schlagwörter | Photogrammetry | |
| Sprache | eng | |
| Entstehungsjahr oder Entstehungszeitraum | 2021 | |
| Veröffentlichungsjahr | 2021 | |
| Herausgeber | Technische Universität Dresden | |
| Referenzen auf ergänzende Materialien | IsIdenticalTo: https://github.com/tudipffmgt/HistImage2021 (URL) | |
| Inhalt der Forschungsdaten | Text, Image, Dataset, Model: Text - Information and readme-file for the dataset; Image - URLs directing to an entirety of 96 historical images of four landsmarks in the vicinity of Dresden, Germany; Dataset - Historical images, manually determined tie points, feature matches; Model - 3D model generated using COLMAP and saved in .txt format | |
| Inhaber der Nutzungsrechte | Technische Universität Dresden | |
| Nutzungsrechte des Datensatzes | CC-BY-SA-4.0 | |
| Eingesetzte Software | Resource Production: COLMAP 3.7 | |
| Eingesetzte Software | Resource Production: Agisoft Metashape 1.5.1 | |
| Nähere Beschreibung der/s Fachgebiete/s | Photogrammetry, Computer Vision | |
| Angabe der Fachgebiete | Geological Science | de |
| Angabe der Fachgebiete | Computer Science | de |
| Angabe der Fachgebiete | Other | de |
| Titel des Datensatzes | HistImage2021 |
Dateien zu dieser Ressource
Die Datenpakete erscheinen in:
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Historical image benchmark dataset including feature matches and four scene reconstructions. [1]
Supplementary image dataset of the ISPRS International Journal of Geoinformation publication "Fully Automated Pose Estimation of Historical Images in the Context of 4D Geographic Information Systems Utilizing Machine Learning Methods". Historical image benchmark dataset including feature matches and four scene reconstructions. The dataset can be used for testing and evaluating feature matching methods on exclusively historical images. Additionally, the dataset can easily be extended as all tie point information is provided.